Designing probabilistic AI monsoon forecasts to inform agricultural decision-making

Colin Aitken, Rajat Masiwal, Adam Marchakitus, Katherine Kowal, Mayank Gupta, Tyler Yang, Amir Jina, Pedram Hassanzadeh, William R. Boos, Michael Kremer  |  2026

Keywords: Machine Learning, Artificial Intelligence, General Economics, physiComputer Science - ao-ph

Unlocking AI's Potential in Agriculture: The Critical Role of Data

K. B. Vedamurthy, Manojkumar Patil, Vaishnavi, Priyanka V, Suman L, Ajayakumar, Sagar  |  2026

Keywords: General Economics

AI-Driven Controlled Environment Agriculture as Resilient Infrastructure for U.S. Fresh-Produce Supply Chains

Andrii Vakhnovskyi  |  2026

Keywords: Computers and Society, Artificial Intelligence

Zhinong AI: A Design-Science Study of an AI-Enabled Agricultural Decision-Support Platform for Smallholder Production

Zhaoyang Li, Jiaqi Liu, Ruijie Zhang  |  2026

Keywords: smart agriculture; artificial intelligence; agricultural decision support; plant disease diagnosis; design science; digital village; age-friendly design

Fine-Tuning and Evaluating Conversational AI for Agricultural Advisory

Sanyam Singh, Naga Ganesh, Vineet Singh, Lakshmi Pedapudi, Ritesh Kumar, SSP Jyothi, Archana Karanam, Waseem Pasha, Ekta Kumari, C. Yashoda, Mettu Vijaya Rekha Reddy, Shesha Phani Debbesa, Chandan Dash  |  2026

Keywords: Computation and Language, Artificial Intelligence, Machine Learning

AgriChat: A Multimodal Large Language Model for Agriculture Image Understanding

Abderrahmene Boudiaf, Irfan Hussain, Sajid Javed  |  2026

Keywords: Computer Vision, Artificial Intelligence

AgriPestDatabase-v1.0: A Structured Insect Dataset for Training Agricultural Large Language Model

Yagizhan Bilal Durak, Ahsan Ul Islam, Shahidul Islam, Ashley Morgan-Olvera, Iftekhar Ibne Basith, Syed Hasib Akhter Faruqui  |  2026

Keywords: Artificial Intelligence

Affordable Precision Agriculture: A Deployment-Oriented Review of Low-Cost, Low-Power Edge AI and TinyML for Resource-Constrained Farming Systems

Riya Samanta, Bidyut Saha  |  2026

Keywords: Precision agriculture, Edge AI, TinyML, Resource-constrained systems, Energy-efficient inference, Low-cost smart farming

Hybrid Knowledge Transfer through Attention and Logit Distillation for On-Device Vision Systems in Agricultural IoT

Stanley Mugisha, Rashid Kisitu, Florence Tushabe  |  2025

Keywords: Computer Vision, Artificial Intelligence, Machine Learning

Generative diffusion models for agricultural AI: plant image generation, indoor-to-outdoor translation, and expert preference alignment

Da Tan, Michael Beck, Christopher P. Bidinosti, Robert H. Gulden, Christopher J. Henry  |  2025

Keywords: Computer Vision